Ahmed Harouni

Federated learning for predicting clinical outcomes in patients with COVID-19

Ittai Dayan, Holger R. Roth, Aoxiao Zhong et al. · Nature Medicine · 2021 · 649 citations · Full text

Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge

Holger R. Roth, Ziyue Xu, Carlos Tor-Díez et al. · Medical Image Analysis · 2022 · 64 citations · Full text

Biomedical Artificial Intelligence, Artificial Intelligence, Medical Image Segmentation +11

NVIDIA FLARE: Federated Learning from Simulation to Real-World

Holger R. Roth, Yan Cheng, Yuhong Wen et al. · arXiv (Cornell University) · 2022 · 56 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Federated Learning used for predicting outcomes in SARS-COV-2 patients

Mona G. Flores, Ittai Dayan, Holger R. Roth et al. · 2021 · 44 citations · Full text

Gaussian Process Regressions for Inverse Problems and Parameter Searches in Models of Ventricular Mechanics

Paolo Di Achille, Ahmed Harouni, Svyatoslav Khamzin et al. · Frontiers in Physiology · 2018 · 43 citations · Full text